Image Classification on ImageNet 1K (val) (Top-1 %)
85.2Top-1 AccuracyReGLA-X
Evaluation results
| Method | Links | |
|---|---|---|
| ReGLA-XParam. (M)=39.8, Epochs=2302026.02 | 85.2 | |
| FastViT-MA36Param. (M)=42.7, Epochs=3002026.02 | 84.6 | |
| ReGLA-LParam. (M)=19.9, Epochs=2302026.02 | 84.3 | |
| FastViT-SA36Param. (M)=30.4, Epochs=3002026.02 | 84.2 | |
| iFormer-LParam. (M)=14.7, Epochs=3002026.02 | 82.7 | |
| RepViT-M1.5Param. (M)=14.0, Epochs=3002026.02 | 82 | |
| ReGLA-MParam. (M)=9.6, Epochs=2302026.02 | 81.9 | |
| MobileViGv2-MParam. (M)=15.4, Epochs=3002026.02 | 81.7 | |
| EfficientFormerV2-S2Param. (M)=12.6, Epochs=4502026.02 | 81.6 | |
| iFormer-MParam. (M)=8.9, Epochs=3002026.02 | 81.1 | |
| RepViT-M1.1Param. (M)=8.2, Epochs=3002026.02 | 80.7 | |
| FastViT-T12Param. (M)=6.8, Epochs=3002026.02 | 80.3 | |
| SHViT-S4Param. (M)=16.5, Epochs=3002026.02 | 80.2 | |
| MobileViGv2-SParam. (M)=7.7, Epochs=3002026.02 | 79.8 | |
| EfficientFormerV2-S1Param. (M)=6.1, Epochs=3002026.02 | 79 |